Nontransitivity of tuples of random variables with polynomial density and its effects in Bayesian models.
Anastasia V. GorbunovaAlexey V. LebedevPublished in: Math. Comput. Simul. (2022)
Keyphrases
- random variables
- bayesian models
- graphical models
- probability distribution
- bayesian model
- conditional probabilities
- bayesian networks
- latent variables
- bayesian inference
- probabilistic model
- joint distribution
- conditional independence
- statistical models
- bayesian classifier
- bayesian methods
- neural network
- probabilistic inference
- bayesian framework
- message passing
- posterior probability
- prior knowledge
- neural network model
- pairwise
- human cognition
- principal component analysis